machine-learning Tools

pytorch-handbook

github

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

datasets

github

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

HivisionIDPhotos

github

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

onnx

github

Open standard for machine learning interoperability

marimo

github

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

awesome-production-machine-learning

github

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

onnxruntime

github

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

FinGPT

github

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

video2x

github

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

stanford-cs-229-machine-learning

github

VIP cheatsheets for Stanford's CS 229 Machine Learning

ml-agents

github

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

dvc

github

🦉 Data Versioning and ML Experiments

awesome-mlops

github

A curated list of references for MLOps

tpot

github

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

autoscraper

github

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

clearml

github

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

argilla

github

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets